Overview

Dataset statistics

Number of variables14
Number of observations1237
Missing cells0
Missing cells (%)0.0%
Duplicate rows1092
Duplicate rows (%)88.3%
Total size in memory135.4 KiB
Average record size in memory112.1 B

Variable types

Categorical2
Numeric12

Warnings

Dataset has 1092 (88.3%) duplicate rows Duplicates
IVS_2010 is highly correlated with IVS_REN_10High correlation
IVS_REN_10 is highly correlated with IVS_2010High correlation
MASC is highly correlated with FEM and 2 other fieldsHigh correlation
FEM is highly correlated with MASC and 2 other fieldsHigh correlation
POP is highly correlated with MASC and 2 other fieldsHigh correlation
DOM_OCU is highly correlated with MASC and 2 other fieldsHigh correlation
area is highly correlated with perimeter and 1 other fieldsHigh correlation
perimeter is highly correlated with area and 1 other fieldsHigh correlation
URB_RURAL is highly correlated with area and 1 other fieldsHigh correlation
Dens_Dom is highly correlated with Dens_habHigh correlation
Dens_hab is highly correlated with Dens_DomHigh correlation
MASC has 40 (3.2%) zeros Zeros
FEM has 44 (3.6%) zeros Zeros
POP has 40 (3.2%) zeros Zeros
DOM_OCU has 40 (3.2%) zeros Zeros
Dens_Dom has 440 (35.6%) zeros Zeros
Dens_hab has 40 (3.2%) zeros Zeros

Reproduction

Analysis started2021-01-29 03:41:08.846244
Analysis finished2021-01-29 03:41:34.302615
Duration25.46 seconds
Software versionpandas-profiling v2.10.0
Download configurationconfig.yaml

Variables

Ocup_2010
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
1
808 
0
429 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters1237
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
1808
65.3%
0429
34.7%
Histogram of lengths of the category
ValueCountFrequency (%)
1808
65.3%
0429
34.7%

Most occurring characters

ValueCountFrequency (%)
1808
65.3%
0429
34.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number1237
100.0%

Most frequent character per category

ValueCountFrequency (%)
1808
65.3%
0429
34.7%

Most occurring scripts

ValueCountFrequency (%)
Common1237
100.0%

Most frequent character per script

ValueCountFrequency (%)
1808
65.3%
0429
34.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII1237
100.0%

Most frequent character per block

ValueCountFrequency (%)
1808
65.3%
0429
34.7%

IVS_2010
Real number (ℝ≥0)

HIGH CORRELATION

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3602247373
Minimum0.31
Maximum0.536
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.31
5-th percentile0.31
Q10.31
median0.31
Q30.435
95-th percentile0.484
Maximum0.536
Range0.226
Interquartile range (IQR)0.125

Descriptive statistics

Standard deviation0.0616858069
Coefficient of variation (CV)0.171242562
Kurtosis-0.5259216255
Mean0.3602247373
Median Absolute Deviation (MAD)0
Skewness0.8709291587
Sum445.598
Variance0.003805138773
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.31646
52.2%
0.435197
 
15.9%
0.362182
 
14.7%
0.48492
 
7.4%
0.38585
 
6.9%
0.43823
 
1.9%
0.53612
 
1.0%
ValueCountFrequency (%)
0.31646
52.2%
0.362182
 
14.7%
0.38585
 
6.9%
0.435197
 
15.9%
0.43823
 
1.9%
ValueCountFrequency (%)
0.53612
 
1.0%
0.48492
7.4%
0.43823
 
1.9%
0.435197
15.9%
0.38585
6.9%

IVS_INF_10
Real number (ℝ≥0)

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1465658852
Minimum0.105
Maximum0.381
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.105
5-th percentile0.105
Q10.105
median0.105
Q30.209
95-th percentile0.255
Maximum0.381
Range0.276
Interquartile range (IQR)0.104

Descriptive statistics

Standard deviation0.06033772187
Coefficient of variation (CV)0.4116764401
Kurtosis0.6008386036
Mean0.1465658852
Median Absolute Deviation (MAD)0
Skewness1.185055336
Sum181.302
Variance0.00364064068
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.105646
52.2%
0.209197
 
15.9%
0.112182
 
14.7%
0.23592
 
7.4%
0.25585
 
6.9%
0.17623
 
1.9%
0.38112
 
1.0%
ValueCountFrequency (%)
0.105646
52.2%
0.112182
 
14.7%
0.17623
 
1.9%
0.209197
 
15.9%
0.23592
 
7.4%
ValueCountFrequency (%)
0.38112
 
1.0%
0.25585
6.9%
0.23592
7.4%
0.209197
15.9%
0.17623
 
1.9%

IVS_CPH_10
Real number (ℝ≥0)

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5170517381
Minimum0.467
Maximum0.603
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.467
5-th percentile0.467
Q10.467
median0.467
Q30.576
95-th percentile0.595
Maximum0.603
Range0.136
Interquartile range (IQR)0.109

Descriptive statistics

Standard deviation0.05698853493
Coefficient of variation (CV)0.1102182446
Kurtosis-1.786892214
Mean0.5170517381
Median Absolute Deviation (MAD)0
Skewness0.3636587349
Sum639.593
Variance0.003247693114
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.467646
52.2%
0.576197
 
15.9%
0.595182
 
14.7%
0.57992
 
7.4%
0.49585
 
6.9%
0.5923
 
1.9%
0.60312
 
1.0%
ValueCountFrequency (%)
0.467646
52.2%
0.49585
 
6.9%
0.576197
 
15.9%
0.57992
 
7.4%
0.5923
 
1.9%
ValueCountFrequency (%)
0.60312
 
1.0%
0.595182
14.7%
0.5923
 
1.9%
0.57992
7.4%
0.576197
15.9%

IVS_REN_10
Real number (ℝ≥0)

HIGH CORRELATION

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4166693614
Minimum0.357
Maximum0.637
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.357
5-th percentile0.357
Q10.357
median0.357
Q30.521
95-th percentile0.637
Maximum0.637
Range0.28
Interquartile range (IQR)0.164

Descriptive statistics

Standard deviation0.09032930481
Coefficient of variation (CV)0.2167889295
Kurtosis0.3817008174
Mean0.4166693614
Median Absolute Deviation (MAD)0
Skewness1.339804865
Sum515.42
Variance0.008159383308
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0.357646
52.2%
0.521197
 
15.9%
0.379182
 
14.7%
0.63792
 
7.4%
0.40685
 
6.9%
0.54723
 
1.9%
0.62412
 
1.0%
ValueCountFrequency (%)
0.357646
52.2%
0.379182
 
14.7%
0.40685
 
6.9%
0.521197
 
15.9%
0.54723
 
1.9%
ValueCountFrequency (%)
0.63792
7.4%
0.62412
 
1.0%
0.54723
 
1.9%
0.521197
15.9%
0.40685
6.9%

MASC
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct89
Distinct (%)7.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean158.3791431
Minimum0
Maximum950
Zeros40
Zeros (%)3.2%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile3
Q147
median128
Q3225
95-th percentile329
Maximum950
Range950
Interquartile range (IQR)178

Descriptive statistics

Standard deviation162.7664735
Coefficient of variation (CV)1.027701441
Kurtosis11.40354589
Mean158.3791431
Median Absolute Deviation (MAD)87
Skewness2.850508253
Sum195915
Variance26492.9249
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
25864
 
5.2%
13861
 
4.9%
11449
 
4.0%
040
 
3.2%
17039
 
3.2%
20735
 
2.8%
14732
 
2.6%
12831
 
2.5%
95031
 
2.5%
28331
 
2.5%
Other values (79)824
66.6%
ValueCountFrequency (%)
040
3.2%
14
 
0.3%
217
1.4%
321
1.7%
416
 
1.3%
ValueCountFrequency (%)
95031
2.5%
35817
1.4%
33812
 
1.0%
32928
2.3%
32822
1.8%

FEM
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct91
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean178.8229588
Minimum0
Maximum985
Zeros44
Zeros (%)3.6%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile2
Q152
median138
Q3265
95-th percentile396
Maximum985
Range985
Interquartile range (IQR)213

Descriptive statistics

Standard deviation175.0384106
Coefficient of variation (CV)0.9788363404
Kurtosis8.750252436
Mean178.8229588
Median Absolute Deviation (MAD)96
Skewness2.432589893
Sum221204
Variance30638.44517
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
29664
 
5.2%
13852
 
4.2%
044
 
3.6%
17839
 
3.2%
18238
 
3.1%
22835
 
2.8%
17032
 
2.6%
30831
 
2.5%
14031
 
2.5%
98531
 
2.5%
Other values (81)840
67.9%
ValueCountFrequency (%)
044
3.6%
113
 
1.1%
26
 
0.5%
318
1.5%
414
 
1.1%
ValueCountFrequency (%)
98531
2.5%
40012
 
1.0%
39717
1.4%
39627
2.2%
37822
1.8%

POP
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct100
Distinct (%)8.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean337.2021019
Minimum0
Maximum1935
Zeros40
Zeros (%)3.2%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile5
Q199
median260
Q3495
95-th percentile711
Maximum1935
Range1935
Interquartile range (IQR)396

Descriptive statistics

Standard deviation337.3408572
Coefficient of variation (CV)1.00041149
Kurtosis10.03673834
Mean337.2021019
Median Absolute Deviation (MAD)181
Skewness2.636230117
Sum417119
Variance113798.8539
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
55464
 
5.2%
32056
 
4.5%
21549
 
4.0%
25249
 
4.0%
040
 
3.2%
34839
 
3.2%
43535
 
2.8%
31732
 
2.6%
59131
 
2.5%
26831
 
2.5%
Other values (90)811
65.6%
ValueCountFrequency (%)
040
3.2%
14
 
0.3%
313
 
1.1%
43
 
0.2%
54
 
0.3%
ValueCountFrequency (%)
193531
2.5%
75517
1.4%
73812
 
1.0%
71127
2.2%
70622
1.8%

DOM_OCU
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct78
Distinct (%)6.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean94.48827809
Minimum0
Maximum552
Zeros40
Zeros (%)3.2%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile1
Q126
median75
Q3137
95-th percentile203
Maximum552
Range552
Interquartile range (IQR)111

Descriptive statistics

Standard deviation96.1753854
Coefficient of variation (CV)1.017855202
Kurtosis10.24206169
Mean94.48827809
Median Absolute Deviation (MAD)52
Skewness2.668039073
Sum116882
Variance9249.704757
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
16864
 
5.2%
7549
 
4.0%
040
 
3.2%
10039
 
3.2%
138
 
3.1%
8038
 
3.1%
8737
 
3.0%
13235
 
2.8%
14531
 
2.5%
8231
 
2.5%
Other values (68)835
67.5%
ValueCountFrequency (%)
040
3.2%
138
3.1%
220
1.6%
318
1.5%
412
 
1.0%
ValueCountFrequency (%)
55231
2.5%
20417
1.4%
20322
1.8%
20027
2.2%
19912
 
1.0%

area
Real number (ℝ≥0)

HIGH CORRELATION

Distinct144
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean270238.3907
Minimum40071.84875
Maximum1002134.316
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum40071.84875
5-th percentile40072.15161
Q140074.81189
median40075.04517
Q340085.81372
95-th percentile1002092.473
Maximum1002134.316
Range962062.4677
Interquartile range (IQR)11.00183105

Descriptive statistics

Standard deviation410543.0688
Coefficient of variation (CV)1.51918855
Kurtosis-0.5035733545
Mean270238.3907
Median Absolute Deviation (MAD)2.879638672
Skewness1.223618957
Sum334284889.3
Variance1.685456113 × 1011
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
40080.5428564
 
5.2%
40072.1516149
 
4.0%
40080.6867739
 
3.2%
40074.9571538
 
3.1%
40075.0153835
 
2.8%
40074.9475132
 
2.6%
1001847.06331
 
2.5%
40077.0131831
 
2.5%
1001994.23931
 
2.5%
40072.2991930
 
2.4%
Other values (134)857
69.3%
ValueCountFrequency (%)
40071.848751
 
0.1%
40071.873292
 
0.2%
40072.0098911
0.9%
40072.027221
 
0.1%
40072.0333319
1.5%
ValueCountFrequency (%)
1002134.3169
 
0.7%
1002129.2624
1.9%
1002119.522
 
0.2%
1002112.0661
 
0.1%
1002110.9291
 
0.1%

perimeter
Real number (ℝ≥0)

HIGH CORRELATION

Distinct144
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1567.361838
Minimum800.7884176
Maximum4004.584675
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum800.7884176
5-th percentile800.7913629
Q1800.8158141
median800.8182115
Q3800.9215971
95-th percentile4004.504431
Maximum4004.584675
Range3203.796258
Interquartile range (IQR)0.1057829836

Descriptive statistics

Standard deviation1367.274108
Coefficient of variation (CV)0.8723410731
Kurtosis-0.5035735213
Mean1567.361838
Median Absolute Deviation (MAD)0.02673125689
Skewness1.223618914
Sum1938826.594
Variance1869438.486
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
800.869713764
 
5.2%
800.791362949
 
4.0%
800.871131339
 
3.2%
800.817221738
 
3.1%
800.817958435
 
2.8%
800.817171332
 
2.6%
800.842349431
 
2.5%
4004.02654831
 
2.5%
4004.31420531
 
2.5%
800.792817830
 
2.4%
Other values (134)857
69.3%
ValueCountFrequency (%)
800.78841761
 
0.1%
800.78864192
 
0.2%
800.789989711
0.9%
800.79011921
 
0.1%
800.790200219
1.5%
ValueCountFrequency (%)
4004.5846759
 
0.7%
4004.57685724
1.9%
4004.5539362
 
0.2%
4004.5424721
 
0.1%
4004.540771
 
0.1%

URB_RURAL
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
1
941 
0
296 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters1237
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1
ValueCountFrequency (%)
1941
76.1%
0296
 
23.9%
Histogram of lengths of the category
ValueCountFrequency (%)
1941
76.1%
0296
 
23.9%

Most occurring characters

ValueCountFrequency (%)
1941
76.1%
0296
 
23.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number1237
100.0%

Most frequent character per category

ValueCountFrequency (%)
1941
76.1%
0296
 
23.9%

Most occurring scripts

ValueCountFrequency (%)
Common1237
100.0%

Most frequent character per script

ValueCountFrequency (%)
1941
76.1%
0296
 
23.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII1237
100.0%

Most frequent character per block

ValueCountFrequency (%)
1941
76.1%
0296
 
23.9%

Dens_Dom
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.001728375101
Minimum0
Maximum0.005
Zeros440
Zeros (%)35.6%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.002
Q30.003
95-th percentile0.005
Maximum0.005
Range0.005
Interquartile range (IQR)0.003

Descriptive statistics

Standard deviation0.001662146143
Coefficient of variation (CV)0.9616813746
Kurtosis-0.8569973151
Mean0.001728375101
Median Absolute Deviation (MAD)0.002
Skewness0.5684827957
Sum2.138
Variance2.762729801 × 106
MonotocityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0440
35.6%
0.002306
24.7%
0.001146
 
11.8%
0.004125
 
10.1%
0.003110
 
8.9%
0.005110
 
8.9%
ValueCountFrequency (%)
0440
35.6%
0.001146
 
11.8%
0.002306
24.7%
0.003110
 
8.9%
0.004125
 
10.1%
ValueCountFrequency (%)
0.005110
 
8.9%
0.004125
10.1%
0.003110
 
8.9%
0.002306
24.7%
0.001146
11.8%

Dens_hab
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct124
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.006086562618
Minimum0
Maximum0.01883971406
Zeros40
Zeros (%)3.2%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile2.195905554 × 105
Q10.0005228866384
median0.005365302324
Q30.009731768111
95-th percentile0.01761695235
Maximum0.01883971406
Range0.01883971406
Interquartile range (IQR)0.009208881473

Descriptive statistics

Standard deviation0.005811442849
Coefficient of variation (CV)0.9547988271
Kurtosis-0.7230218254
Mean0.006086562618
Median Absolute Deviation (MAD)0.004842415686
Skewness0.6823117744
Sum7.529077958
Variance3.377286798 × 105
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0.0138221680864
 
5.2%
0.00628865658249
 
4.0%
040
 
3.2%
0.00868248595739
 
3.2%
0.0079850366138
 
3.1%
0.0108546433735
 
2.8%
0.00791017879532
 
2.6%
0.000589823750831
 
2.5%
0.00193143252331
 
2.5%
0.0066871250831
 
2.5%
Other values (114)847
68.5%
ValueCountFrequency (%)
040
3.2%
9.98118972 × 1072
 
0.2%
2.994613106 × 1063
 
0.2%
7.98480544 × 1061
 
0.1%
9.981296241 × 1064
 
0.3%
ValueCountFrequency (%)
0.0188397140617
1.4%
0.018415570512
1.0%
0.017741805127
2.2%
0.0176169523522
1.8%
0.0175919951528
2.3%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

Ocup_2010IVS_2010IVS_INF_10IVS_CPH_10IVS_REN_10MASCFEMPOPDOM_OCUareaperimeterURB_RURALDens_DomDens_hab
000.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
100.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
200.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
300.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
400.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
500.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
600.3850.2550.4950.40679811604840085.928467800.92281510.0010.003991
700.3850.2550.4950.4065045952540085.940796800.92291710.0010.002370
800.3850.2550.4950.4065045952540085.940796800.92291710.0010.002370
900.3850.2550.4950.406000040085.788696800.92139310.0000.000000

Last rows

Ocup_2010IVS_2010IVS_INF_10IVS_CPH_10IVS_REN_10MASCFEMPOPDOM_OCUareaperimeterURB_RURALDens_DomDens_hab
122710.4350.2090.5760.521354277181.001806e+064003.96309800.00.000077
122810.4350.2090.5760.521354277181.001806e+064003.96309800.00.000077
122910.4350.2090.5760.521354277181.001806e+064003.96309800.00.000077
123010.4350.2090.5760.521354277181.001806e+064003.96309800.00.000077
123110.4350.2090.5760.521354277181.001806e+064003.96309800.00.000077
123210.4380.1760.5900.54700001.001783e+064003.91975000.00.000000
123310.4350.2090.5760.521333669171.001784e+064003.92156900.00.000069
123410.4350.2090.5760.521333669171.001784e+064003.92156900.00.000069
123510.4350.2090.5760.521333669171.001784e+064003.92156900.00.000069
123610.4350.2090.5760.521333669171.001784e+064003.92156900.00.000069

Duplicate rows

Most frequent

Ocup_2010IVS_2010IVS_INF_10IVS_CPH_10IVS_REN_10MASCFEMPOPDOM_OCUareaperimeterURB_RURALDens_DomDens_habcount
2800.3620.1120.5950.3792582965541684.008054e+04800.86971410.0040.01382264
9510.4350.2090.5760.521114138252754.007215e+04800.79136310.0020.00628949
2700.3620.1120.5950.3791701783481004.008069e+04800.87113110.0020.00868239
6210.3100.1050.4670.357138182320804.007496e+04800.81722210.0020.00798538
6610.3100.1050.4670.3572072284351324.007502e+04800.81795810.0030.01085535
6310.3100.1050.4670.357147170317874.007495e+04800.81717110.0020.00791032
1700.3100.1050.4670.3572833085911451.001994e+064004.31420500.0000.00059031
1800.3100.1050.4670.35795098519355521.001847e+064004.02654800.0010.00193131
10710.4840.2350.5790.637128140268824.007701e+04800.84234910.0020.00668731
9110.4350.2090.5760.52196119215694.007230e+04800.79281810.0020.00536530